The replacement operator has the task of forming the population
that will continue the evolutionary process. This operator will
decide which individuals are selected and which will be discarded,
from parents and offspring MP, thus defining the genetic diversity
of the population. This is a crucial characteristic for the success of
the algorithms based on evolution. However a too large genetic
diversity slows the process of convergence and therefore a tradeoff between efficiency and effectiveness must be made.